TY - GEN
T1 - Using mediation to achieve provenance interoperability (Extended Abstract)
AU - Ellkvist, Tommy
AU - Koop, David
AU - Freire, Juliana
AU - Silva, Cláudio
AU - Strömbäck, Lena
PY - 2008
Y1 - 2008
N2 - Provenance is essential in scientific experiments. It contains information that is key to preserving the data and to determine it's quality and authorship. In complex experiments and analyses, where multiple tools are used to derive data products, provenance captured by these tools must be combined in order to determine the complete lineage of the derived products. We propose a mediator-based architecture to integrate provenance information from multiple sources, which contains two key components: a global mediated schema that is general and capable of representing provenance information represented in different models; and an expressive query interface that supports complex queries over provenance information spread over multiple different sources. We also present a case study where we show how this model was applied to integrate provenance from three provenance-enabled systems.
AB - Provenance is essential in scientific experiments. It contains information that is key to preserving the data and to determine it's quality and authorship. In complex experiments and analyses, where multiple tools are used to derive data products, provenance captured by these tools must be combined in order to determine the complete lineage of the derived products. We propose a mediator-based architecture to integrate provenance information from multiple sources, which contains two key components: a global mediated schema that is general and capable of representing provenance information represented in different models; and an expressive query interface that supports complex queries over provenance information spread over multiple different sources. We also present a case study where we show how this model was applied to integrate provenance from three provenance-enabled systems.
UR - http://www.scopus.com/inward/record.url?scp=62749169233&partnerID=8YFLogxK
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U2 - 10.1109/eScience.2008.100
DO - 10.1109/eScience.2008.100
M3 - Conference contribution
AN - SCOPUS:62749169233
SN - 9780769535357
T3 - Proceedings - 4th IEEE International Conference on eScience, eScience 2008
SP - 398
EP - 399
BT - Proceedings - 4th IEEE International Conference on eScience, eScience 2008
T2 - 4th IEEE International Conference on eScience, eScience 2008
Y2 - 7 December 2008 through 12 December 2008
ER -